Method to Present Situation Aware Suitable Reply Candidate on Mobile Terminal

Norifumi Watanabe, Masafumi Matsuhara, G. Chakraborty, H. Mabuchi
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Abstract

In recent years, the number of users using a mobile terminal such as a smart phone and a small mobile terminal such as a smart watch is increasing. In addition, SNS users are increasing year by year. Therefore, necessity for creating messages on a mobile terminal through SNS is increasing. Since the operation screen is small on a mobile terminal, keys for character input are small. Therefore, creating a message on a mobile terminal takes time and typos are common. In particular, when creating a reply after receiving a message via SNS on a small mobile terminal, it may be difficult to respond quickly. Smooth communication between users may not be possible.We have proposed a method to present multiple relevant situation-aware reply candidates to the user corresponding to different situations according to the topic of the received sentence. By the proposed method, the user can select an appropriate reply without performing character input and message revision. The purpose of our proposed method is to support smooth communication between users. The system collects tweets to present a reply candidate. The collected tweets are divided into sentences. Tweets are often written in spoken language on variety of topics. Since the collected tweets may contain noise that is not appropriate as a reply, only suitable tweets are presented to the user as reply candidates by clustering and scoring them. The sentences are divided into different situations by clustering. The sentences with the highest score from each class is presented as a candidate reply. Since the proposed reply indicates different situations, it is expected that most of the time a suitable reply candidate will be presented to the user.
在移动端呈现态势感知的合适回复候选的方法
近年来,使用智能手机等移动终端和智能手表等小型移动终端的用户数量不断增加。此外,SNS用户也在逐年增加。因此,通过SNS在移动终端上创建消息的必要性正在增加。由于移动终端的操作屏幕比较小,字符输入的按键也比较小。因此,在移动终端上创建消息需要时间,而且打字错误很常见。特别是,在小型移动终端上通过SNS收到信息后创建回复时,可能很难快速回复。用户之间可能无法实现顺畅的通信。我们提出了一种方法,根据接收到的句子的主题,针对不同的情境,向用户呈现多个相关的情景感知回复候选词。通过该方法,用户可以在不进行字符输入和消息修改的情况下选择合适的回复。我们提出的方法的目的是支持用户之间的顺畅通信。系统收集推文来提供一个回复候选人。收集到的推文被分成句子。推文通常是用口语写的,涉及各种主题。由于收集到的tweet可能包含不适合作为回复的噪声,因此通过聚类和评分,只将合适的tweet作为回复候选呈现给用户。通过聚类将句子分成不同的情景。每个班级中得分最高的句子作为候选回答。由于建议的答复表示不同的情况,因此预计大多数情况下会向用户提供合适的答复候选。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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